Rama Chellappa

According to our database1, Rama Chellappa authored at least 756 papers between 1981 and 2019.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2013, "For contributions to image processing, computer vision, and pattern recognition.".

IEEE Fellow

IEEE Fellow 1992, "For contributions to statistical model based approaches for two-dimensional spectral analysis and image processing.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2019
HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Guest Editors' Introduction to the Special Section on Compact and Efficient Feature Representation and Learning in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Partial face detection in the mobile domain.
Image Vision Comput., 2019

Editorial: Special Issue on Deep Learning for Face Analysis.
International Journal of Computer Vision, 2019

From BoW to CNN: Two Decades of Texture Representation for Texture Classification.
International Journal of Computer Vision, 2019

Wasserstein Distance Based Domain Adaptation for Object Detection.
CoRR, 2019

Towards multi-sequence MR image recovery from undersampled k-space data.
CoRR, 2019

Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement.
CoRR, 2019

Landmark Detection in Low Resolution Faces with Semi-Supervised Learning.
CoRR, 2019

DuDoNet: Dual Domain Network for CT Metal Artifact Reduction.
CoRR, 2019

Three-Dimensional Fourier Scattering Transform and Classification of Hyperspectral Images.
CoRR, 2019

A Dual Path ModelWith Adaptive Attention For Vehicle Re-Identification.
CoRR, 2019

Uncertainty Modeling of Contextual-Connection between Tracklets for Unconstrained Video-based Face Recognition.
CoRR, 2019

Detecting Human-Object Interactions via Functional Generalization.
CoRR, 2019

3DRegNet: A Deep Neural Network for 3D Point Registration.
CoRR, 2019

Unsupervised Domain-Specific Deblurring via Disentangled Representations.
CoRR, 2019

On measuring the iconicity of a face.
CoRR, 2019

Normalized Wasserstein Distance for Mixture Distributions with Applications in Adversarial Learning and Domain Adaptation.
CoRR, 2019

A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

On Measuring the Iconicity of a Face.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Learning Common and Feature-Specific Patterns: A Novel Multiple-Sparse-Representation-Based Tracker.
IEEE Trans. Image Processing, 2018

Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans.
IEEE Signal Process. Mag., 2018

Learning from Ambiguously Labeled Face Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Proximity-Aware Hierarchical Clustering of unconstrained faces.
Image Vision Comput., 2018

KEPLER: Simultaneous estimation of keypoints and 3D pose of unconstrained faces in a unified framework by learning efficient H-CNN regressors.
Image Vision Comput., 2018

Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks.
International Journal of Computer Vision, 2018

An Automatic System for Unconstrained Video-Based Face Recognition.
CoRR, 2018

Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection.
CoRR, 2018

Recognizing Disguised Faces in the Wild.
CoRR, 2018

A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos.
CoRR, 2018

Learning without Memorizing.
CoRR, 2018

Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs.
CoRR, 2018

A Fast and Accurate System for Face Detection, Identification, and Verification.
CoRR, 2018

An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification.
CoRR, 2018

Continuous Authentication of Smartphones Based on Application Usage.
CoRR, 2018

Soft Sampling for Robust Object Detection.
CoRR, 2018

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models.
CoRR, 2018

Cross-Domain Visual Recognition via Domain Adaptive Dictionary Learning.
CoRR, 2018

Zero-Shot Object Detection.
CoRR, 2018

Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition.
CoRR, 2018

Face-MagNet: Magnifying Feature Maps to Detect Small Faces.
CoRR, 2018

Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment.
CoRR, 2018

Task-Aware Compressed Sensing with Generative Adversarial Networks.
CoRR, 2018

A Survey of Recent Advances in Texture Representation.
CoRR, 2018

Semi-supervised FusedGAN for Conditional Image Generation.
CoRR, 2018

Segment-based Methods for Facial Attribute Detection from Partial Faces.
CoRR, 2018

Face-MagNet: Magnifying Feature Maps to Detect Small Faces.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Predicting Facial Attributes in Video Using Temporal Coherence and Motion-Attention.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

MetaReg: Towards Domain Generalization using Meta-Regularization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models.
Proceedings of the 6th International Conference on Learning Representations, 2018

A Real-Time Multi-Task Single Shot Face Detector.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Regionlets for Object Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Semi-supervised FusedGAN for Conditional Image Generation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Zero-Shot Object Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Generate to Adapt: Aligning Domains Using Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

The 2018 NVIDIA AI City Challenge.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Predicting Dynamical Evolution of Human Activities From a Single Image.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Deep Density Clustering of Unconstrained Faces.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Disguised Faces in the Wild.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

A Semi-Automatic 2D Solution for Vehicle Speed Estimation From Monocular Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Stacked U-Nets for Ground Material Segmentation in Remote Sensing Imagery.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Deep Features for Recognizing Disguised Faces in the Wild.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Nonlinear Subspace Feature Enhancement for Image Set Classification.
Proceedings of the Computer Vision - ACCV 2018, 2018

Regularizing Deep Networks Using Efficient Layerwise Adversarial Training.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Task-Aware Compressed Sensing With Generative Adversarial Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Doing the Best We Can With What We Have: Multi-Label Balancing With Selective Learning for Attribute Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

A Deep Cascade Network for Unaligned Face Attribute Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

ExprGAN: Facial Expression Editing With Controllable Expression Intensity.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Recent Developments in Video-Based Face Recognition.
Proceedings of the Handbook of Biometrics for Forensic Science, 2017

Guest Editorial Introduction to the Special Issue on Large-Scale Video Analytics for Enhanced Security: Algorithms and Systems.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2017

Deep Multitask Learning for Railway Track Inspection.
IEEE Trans. Intelligent Transportation Systems, 2017

Low-Rank and Joint Sparse Representations for Multi-Modal Recognition.
IEEE Trans. Image Processing, 2017

Editorial: Special issue on ubiquitous biometrics.
Pattern Recognition, 2017

Submodular Attribute Selection for Visual Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Facial attributes for active authentication on mobile devices.
Image Vision Comput., 2017

Robust local features for remote face recognition.
Image Vision Comput., 2017

Growing Regression Tree Forests by Classification for Continuous Object Pose Estimation.
International Journal of Computer Vision, 2017

Deep Regionlets for Object Detection.
CoRR, 2017

Improving Network Robustness against Adversarial Attacks with Compact Convolution.
CoRR, 2017

Unsupervised Domain Adaptation for Semantic Segmentation with GANs.
CoRR, 2017

A Deep Cascade Network for Unaligned Face Attribute Classification.
CoRR, 2017

ExprGAN: Facial Expression Editing with Controllable Expression Intensity.
CoRR, 2017

SSH: Single Stage Headless Face Detector.
CoRR, 2017

Synthesis-based Robust Low Resolution Face Recognition.
CoRR, 2017

UPSET and ANGRI : Breaking High Performance Image Classifiers.
CoRR, 2017

Regularizing deep networks using efficient layerwise adversarial training.
CoRR, 2017

Generate To Adapt: Aligning Domains using Generative Adversarial Networks.
CoRR, 2017

L2-constrained Softmax Loss for Discriminative Face Verification.
CoRR, 2017

Partial Face Detection in the Mobile Domain.
CoRR, 2017

Pooling Facial Segments to Face: The Shallow and Deep Ends.
CoRR, 2017

A Proximity-Aware Hierarchical Clustering of Faces.
CoRR, 2017

A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection.
CoRR, 2017

KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors.
CoRR, 2017

Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation.
CoRR, 2017

Learning from Ambiguously Labeled Face Images.
CoRR, 2017

Deep Heterogeneous Feature Fusion for Template-Based Face Recognition.
CoRR, 2017

Improving Object Detection With One Line of Code.
CoRR, 2017

The Do's and Don'ts for CNN-based Face Verification.
CoRR, 2017

Pose-Robust Face Verification by Exploiting Competing Tasks.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Image Set Classification Using Sparse Bayesian Regression.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Deep Heterogeneous Feature Fusion for Template-Based Face Recognition.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

The Do's and Don'ts for CNN-Based Face Verification.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

SSH: Single Stage Headless Face Detector.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Soft-NMS - Improving Object Detection with One Line of Code.
Proceedings of the IEEE International Conference on Computer Vision, 2017

UMDFaces: An annotated face dataset for training deep networks.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Deep Network Shrinkage Applied to Cross-Spectrum Face Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

An All-In-One Convolutional Neural Network for Face Analysis.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Pooling Facial Segments to Face: The Shallow and Deep Ends.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

A Proximity-Aware Hierarchical Clustering of Faces.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Video-Based Face Association and Identification.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Hierarchical Multimodal Metric Learning for Multimodal Classification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Robust MIL-Based Feature Template Learning for Object Tracking.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Attributes for Improved Attributes: A Multi-Task Network Utilizing Implicit and Explicit Relationships for Facial Attribute Classification.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Cross-View Action Recognition via Transferable Dictionary Learning.
IEEE Trans. Image Processing, 2016

Continuous User Authentication on Mobile Devices: Recent progress and remaining challenges.
IEEE Signal Process. Mag., 2016

Special issue on ICPR 2014 awarded papers.
Pattern Recognition Letters, 2016

Face Association for Videos Using Conditional Random Fields and Max-Margin Markov Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Segmentation of Nuclei From 3D Microscopy Images of Tissue via Graphcut Optimization.
J. Sel. Topics Signal Processing, 2016

Handcrafted vs. learned representations for human action recognition.
Image Vision Comput., 2016

The changing fortunes of pattern recognition and computer vision.
Image Vision Comput., 2016

Ray Saliency: Bottom-Up Visual Saliency for a Rotating and Zooming Camera.
International Journal of Computer Vision, 2016

Editorial of special issue on spontaneous facial behaviour analysis.
Computer Vision and Image Understanding, 2016

R3DG features: Relative 3D geometry-based skeletal representations for human action recognition.
Computer Vision and Image Understanding, 2016

Deep Feature-based Face Detection on Mobile Devices.
CoRR, 2016

Triplet Probabilistic Embedding for Face Verification and Clustering.
CoRR, 2016

Triplet Similarity Embedding for Face Verification.
CoRR, 2016

Convolutional Neural Networks for Attribute-based Active Authentication on Mobile Devices.
CoRR, 2016

An All-In-One Convolutional Neural Network for Face Analysis.
CoRR, 2016

HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition.
CoRR, 2016

Active User Authentication for Smartphones: A Challenge Data Set and Benchmark Results.
CoRR, 2016

Partial Face Detection for Continuous Authentication.
CoRR, 2016

PATH: Person Authentication using Trace Histories.
CoRR, 2016

Face Alignment by Local Deep Descriptor Regression.
CoRR, 2016

DCNNs on a Diet: Sampling Strategies for Reducing the Training Set Size.
CoRR, 2016

Attributes for Improved Attributes: A Multi-Task Network for Attribute Classification.
CoRR, 2016

FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition.
CoRR, 2016

An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks.
CoRR, 2016

Towards the Design of an End-to-End Automated System for Image and Video-based Recognition.
CoRR, 2016

UMDFaces: An Annotated Face Dataset for Training Deep Networks.
CoRR, 2016

Distance Preserving Projection Space of Symmetric Positive Definite Manifolds.
CoRR, 2016

Learning a structured dictionary for video-based face recognition.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Frontal to profile face verification in the wild.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Unconstrained face verification using deep CNN features.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

PATH: Person authentication using trace histories.
Proceedings of the IEEE 7th Annual Ubiquitous Computing, 2016

Towards the design of an end-to-end automated system for image and video-based recognition.
Proceedings of the 2016 Information Theory and Applications Workshop, 2016

Deep feature-based face detection on mobile devices.
Proceedings of the IEEE International Conference on Identity, 2016

Discriminative Log-Euclidean Feature Learning for Sparse Representation-Based Recognition of Faces from Videos.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

VLAD encoded Deep Convolutional features for unconstrained face verification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Template regularized sparse coding for face verification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Localization of skin features on the hand and wrist from small image patches.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Regularized metric adaptation for unconstrained face verification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

On the size of Convolutional Neural Networks and generalization performance.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Deep feature extraction in the DCT domain.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Partial face detection for continuous authentication.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Fisher vector encoded deep convolutional features for unconstrained face verification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

An analysis of the robustness of deep face recognition networks to noisy training labels.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Gaussian Conditional Random Field Network for Semantic Segmentation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Rolling Rotations for Recognizing Human Actions from 3D Skeletal Data.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Seeing the Forest from the Trees: A Holistic Approach to Near-Infrared Heterogeneous Face Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Triplet probabilistic embedding for face verification and clustering.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Convolutional neural networks for attribute-based active authentication on mobile devices.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Active user authentication for smartphones: A challenge data set and benchmark results.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

A cascaded convolutional neural network for age estimation of unconstrained faces.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015
Remote Face Recognition.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Adaptive-Rate Compressive Sensing Using Side Information.
IEEE Trans. Image Processing, 2015

Coupled Projections for Adaptation of Dictionaries.
IEEE Trans. Image Processing, 2015

Compositional Dictionaries for Domain Adaptive Face Recognition.
IEEE Trans. Image Processing, 2015

DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning.
IEEE Trans. Image Processing, 2015

Joint Sparse Representation and Robust Feature-Level Fusion for Multi-Cue Visual Tracking.
IEEE Trans. Image Processing, 2015

Cancelable Biometrics: A review.
IEEE Signal Process. Mag., 2015

Visual Domain Adaptation: A survey of recent advances.
IEEE Signal Process. Mag., 2015

Non-linear dictionary learning with partially labeled data.
Pattern Recognition, 2015

Salient views and view-dependent dictionaries for object recognition.
Pattern Recognition, 2015

Fast detection of facial wrinkles based on Gabor features using image morphology and geometric constraints.
Pattern Recognition, 2015

Generalized Dictionaries for Multiple Instance Learning.
International Journal of Computer Vision, 2015

Domain Adaptation for Visual Recognition.
Foundations and Trends in Computer Graphics and Vision, 2015

A Deep Pyramid Deformable Part Model for Face Detection.
CoRR, 2015

Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection.
CoRR, 2015

Deep Multi-task Learning for Railway Track Inspection.
CoRR, 2015

Unconstrained Face Verification using Deep CNN Features.
CoRR, 2015

Dictionary-Based Face and Person Recognition From Unconstrained Video.
IEEE Access, 2015

Touch Gesture-Based Active User Authentication Using Dictionaries.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Robust Fastener Detection for Autonomous Visual Railway Track Inspection.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Probabilistic edge detection in 3D optical microscopy images of tissue samples.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Multitask multivariate common sparse representations for robust multimodal biometrics recognition.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Integrability-regularized phase unwrapping via sparse error correction.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

3D facial model synthesis using coupled dictionaries.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Material classification and semantic segmentation of railway track images with deep convolutional neural networks.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Landmark-based fisher vector representation for video-based face verification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Unconstrained Age Estimation with Deep Convolutional Neural Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Face-based Active Authentication on mobile devices.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Domain adaptive sparse representation-based classification.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Robust multimodal recognition via multitask multivariate low-rank representations.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Class consistent multi-modal fusion with binary features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Matrix completion for resolving label ambiguity.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Attribute-based continuous user authentication on mobile devices.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

A deep pyramid Deformable Part Model for face detection.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

Unconstrained face verification using fisher vectors computed from frontalized faces.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

Bridging the Domain Shift by Domain Adaptive Dictionary Learning.
Proceedings of the British Machine Vision Conference 2015, 2015

Incremental Dictionary Learning for Unsupervised Domain Adaptation.
Proceedings of the British Machine Vision Conference 2015, 2015

Character Identification in TV-series via Non-local Cost Aggregation.
Proceedings of the British Machine Vision Conference 2015, 2015

Supporting Everyday Activities for Persons with Visual Impairments Through Computer Vision-Augmented Touch.
Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility, 2015

2014
Dictionary-Based Domain Adaptation Methods for the Re-identification of Faces.
Proceedings of the Person Re-Identification, 2014

Feature Selection.
Computer Vision, A Reference Guide, 2014

Structure-Preserving Sparse Decomposition for Facial Expression Analysis.
IEEE Trans. Image Processing, 2014

Multiple Kernel Learning for Sparse Representation-Based Classification.
IEEE Trans. Image Processing, 2014

Robust Face Recognition From Multi-View Videos.
IEEE Trans. Image Processing, 2014

Detection and Inpainting of Facial Wrinkles Using Texture Orientation Fields and Markov Random Field Modeling.
IEEE Trans. Image Processing, 2014

Ambiguously Labeled Learning Using Dictionaries.
IEEE Trans. Information Forensics and Security, 2014

Separated Component-Based Restoration of Speckled SAR Images.
IEEE Trans. Geoscience and Remote Sensing, 2014

Differential geometric representations and algorithms for some pattern recognition and computer vision problems.
Pattern Recognition Letters, 2014

Screen-based active user authentication.
Pattern Recognition Letters, 2014

Joint Sparse Representation for Robust Multimodal Biometrics Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Information-Theoretic Dictionary Learning for Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Cross-Sensor Iris Recognition through Kernel Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Unsupervised Adaptation Across Domain Shifts by Generating Intermediate Data Representations.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Entropy-Rate Clustering: Cluster Analysis via Maximizing a Submodular Function Subject to a Matroid Constraint.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Guest Editor's Introduction to the Special Issue on Domain Adaptation for Vision Applications.
International Journal of Computer Vision, 2014

Discrete shearlet transform on GPU with applications in anomaly detection and denoising.
EURASIP J. Adv. Sig. Proc., 2014

Adaptive-Rate Compressive Sensing Using Side Information.
CoRR, 2014

MKL-RT: Multiple Kernel Learning for Ratio-trace Problems via Convex Optimization.
CoRR, 2014

Camera Networks for Healthcare, Teleimmersion, and Surveillance.
IEEE Computer, 2014

Adaptive representations for video-based face recognition across pose.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Submodular Attribute Selection for Action Recognition in Video.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Toward a non-intrusive, physio- behavioral biometric for smartphones.
Proceedings of the 16th international conference on Human-computer interaction with mobile devices & services, 2014

Domain adaptation methods for robust pattern recognition.
Proceedings of the 2014 Information Theory and Applications Workshop, 2014

Parametric Dictionaries and Feature Augmentation for Continuous Domain Adaptation.
Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Dictionary-based multiple instance learning.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Analysis sparse coding models for image-based classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Coupled dictionaries for thermal to visible face recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Dictionary-based video face recognition using dense multi-scale facial landmark features.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Sparse localized facial motion dictionary learning for facial expression recognition.
Proceedings of the IEEE International Conference on Acoustics, 2014

The Design and Preliminary Evaluation of a Finger-Mounted Camera and Feedback System to Enable Reading of Printed Text for the Blind.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Growing Regression Forests by Classification: Applications to Object Pose Estimation.
Proceedings of the Computer Vision - ECCV 2014, 2014

Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Video-Based Face Recognition Using the Intra-Personal/Extra-Personal Difference Dictionary.
Proceedings of the British Machine Vision Conference, 2014

Vision-guided feedback control of a mobile robot with compressive measurements and side information.
Proceedings of the American Control Conference, 2014

Direct recognition of motion-blurred faces.
Proceedings of the Motion Deblurring: Algorithms and Systems, 2014

2013
Sparse Representations and Compressive Sensing for Imaging and Vision
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4614-6381-8, 2013

Robust and Secure Iris Recognition.
Proceedings of the Handbook of Iris Recognition, 2013

Analysis of Sparse Regularization Based Robust Regression Approaches.
IEEE Trans. Signal Processing, 2013

Low-Resolution Face Tracker Robust to Illumination Variations.
IEEE Trans. Image Processing, 2013

Non-Uniform Deblurring in HDR Image Reconstruction.
IEEE Trans. Image Processing, 2013

Blur and Illumination Robust Face Recognition via Set-Theoretic Characterization.
IEEE Trans. Image Processing, 2013

Design of Non-Linear Kernel Dictionaries for Object Recognition.
IEEE Trans. Image Processing, 2013

Pose-Invariant Face Recognition Using Markov Random Fields.
IEEE Trans. Image Processing, 2013

In-Plane Rotation and Scale Invariant Clustering Using Dictionaries.
IEEE Trans. Image Processing, 2013

Guest Editorial: Special issue on intelligent video surveillance for public security and personal privacy.
IEEE Trans. Information Forensics and Security, 2013

Component-Based Recognition of Facesand Facial Expressions.
IEEE Trans. Affective Computing, 2013

Compressive Acquisition of Linear Dynamical Systems.
SIAM J. Imaging Sciences, 2013

Regression on manifolds using data-dependent regularization with applications in computer vision.
Statistical Analysis and Data Mining, 2013

Joint Albedo Estimation and Pose Tracking from Video.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Spatiotemporal Alignment of Visual Signals on a Special Manifold.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Introduction to the issue on anomalous pattern discovery for spatial, temporal, networked, and high-dimensional signals.
J. Sel. Topics Signal Processing, 2013

Screen Fingerprints: A Novel Modality for Active Authentication.
IT Professional, 2013

Recognizing Interactive Group Activities Using Temporal Interaction Matrices and Their Riemannian Statistics.
International Journal of Computer Vision, 2013

Special Section in Celebration of Professor J.K. Aggarwal.
Computer Vision and Image Understanding, 2013

Sparse Dictionary-based Attributes for Action Recognition and Summarization.
CoRR, 2013

Compositional Dictionaries for Domain Adaptive Face Recognition.
CoRR, 2013

K-ary Regression Forests for Continuous Pose and Direction Estimation.
CoRR, 2013

Dictionaries for image-based recognition.
Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Video-based face recognition via joint sparse representation.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Assessment of facial wrinkles as a soft biometrics.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Kernel Learning for Extrinsic Classification of Manifold Features.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Generalized Domain-Adaptive Dictionaries.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Computationally Efficient Regression on a Dependency Graph for Human Pose Estimation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Dictionary Learning from Ambiguously Labeled Data.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Propagation of facial identities in a social network.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

2012
A Learning Approach Towards Detection and Tracking of Lane Markings.
IEEE Trans. Intelligent Transportation Systems, 2012

Gradient-Based Image Recovery Methods From Incomplete Fourier Measurements.
IEEE Trans. Image Processing, 2012

Age Estimation and Face Verification Across Aging Using Landmarks.
IEEE Trans. Information Forensics and Security, 2012

Dictionary-Based Face Recognition Under Variable Lighting and Pose.
IEEE Trans. Information Forensics and Security, 2012

Remote identification of faces: Problems, prospects, and progress.
Pattern Recognition Letters, 2012

A Blur-Robust Descriptor with Applications to Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Mathematical statistics and computer vision.
Image Vision Comput., 2012

Introduction.
Image Vision Comput., 2012

Fast object localization and pose estimation in heavy clutter for robotic bin picking.
I. J. Robotics Res., 2012

A Unified Approach for Modeling and Recognition of Individual Actions and Group Activities
CoRR, 2012

Information-theoretic Dictionary Learning for Image Classification
CoRR, 2012

Compressive Acquisition of Dynamic Scenes
CoRR, 2012

A Grassmann manifold-based domain adaptation approach.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning discriminative dictionaries with partially labeled data.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Automatic head pose estimation using randomly projected dense SIFT descriptors.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Salient view selection based on sparse representation.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A Markov Point Process model for wrinkles in human faces.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Variable focus video: Reconstructing depth and video for dynamic scenes.
Proceedings of the 2012 IEEE International Conference on Computational Photography, 2012

Adaptive rate compressive sensing for background subtraction.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A hierarchical approach for human age estimation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Kernel dictionary learning.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Rotation invariant simultaneous clustering and dictionary learning.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Age Invariant Face Verification with Relative Craniofacial Growth Model.
Proceedings of the Computer Vision - ECCV 2012, 2012

Joint Sparsity-Based Robust Multimodal Biometrics Recognition.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Domain Adaptive Dictionary Learning.
Proceedings of the Computer Vision - ECCV 2012, 2012

Sparse Embedding: A Framework for Sparsity Promoting Dimensionality Reduction.
Proceedings of the Computer Vision - ECCV 2012, 2012

Face Association across Unconstrained Video Frames Using Conditional Random Fields.
Proceedings of the Computer Vision - ECCV 2012, 2012

Dictionary-Based Face Recognition from Video.
Proceedings of the Computer Vision - ECCV 2012, 2012

Modeling and Detection of Wrinkles in Aging Human Faces Using Marked Point Processes.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Cross-View Action Recognition via a Transferable Dictionary Pair.
Proceedings of the British Machine Vision Conference, 2012

Design of Non-Linear Discriminative Dictionaries for Image Classification.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Face Recognition from Still Images and Video.
Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

Example-Driven Manifold Priors for Image Deconvolution.
IEEE Trans. Image Processing, 2011

Special Issue on Video Analysis on Resource-Limited Systems.
IEEE Trans. Circuits Syst. Video Techn., 2011

Statistical Computations on Grassmann and Stiefel Manifolds for Image and Video-Based Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

A Fast Bilinear Structure from Motion Algorithm Using a Video Sequence and Inertial Sensors.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Secure and Robust Iris Recognition Using Random Projections and Sparse Representations.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Editorial.
International Journal of Computer Vision, 2011

Silhouette-based gesture and action recognition via modeling trajectories on Riemannian shape manifolds.
Computer Vision and Image Understanding, 2011

Advances in Video-Based Biometrics.
Advances in Computers, 2011

Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Face tracking in low resolution videos under illumination variations.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Variable remapping of images from very different sources.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Illumination robust dictionary-based face recognition.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Component-based restoration of speckled images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

The evolution of stochastic grammars for representation and recognition of activities in videos.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Blurring-invariant Riemannian metrics for comparing signals and images.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Sparse dictionary-based representation and recognition of action attributes.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Domain adaptation for object recognition: An unsupervised approach.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Synthesis-based recognition of low resolution faces.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Towards view-invariant expression analysis using analytic shape manifolds.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Recent advances in age and height estimation from still images and video.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

P2C2: Programmable pixel compressive camera for high speed imaging.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Entropy rate superpixel segmentation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Sparse Representations, Compressive Sensing and dictionaries for pattern recognition.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Image and Video-Based Biometrics.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

Face Detection.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

Face Tracking and Recognition in Video.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

Feature-based image to image registration.
Proceedings of the Image Registration for Remote Sensing, 2011

2010
Statistical Analysis on Manifolds and Its Applications to Video Analysis.
Proceedings of the Video Search and Mining, 2010

Semantic Video Content Analysis.
Proceedings of the Video Search and Mining, 2010

Adaptive threshold estimation via extreme value theory.
IEEE Trans. Signal Processing, 2010

Applications of a Simple Characterization of Human Gait in Surveillance.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Video Précis: Highlighting Diverse Aspects of Videos.
IEEE Trans. Multimedia, 2010

An Efficient and Robust Algorithm for Shape Indexing and Retrieval.
IEEE Trans. Multimedia, 2010

Robust Height Estimation of Moving Objects From Uncalibrated Videos.
IEEE Trans. Image Processing, 2010

Special Section on Distributed Camera Networks: Sensing, Processing, Communication, and Implementation.
IEEE Trans. Image Processing, 2010

Online Empirical Evaluation of Tracking Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Video Metrology Using a Single Camera.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

PADS: A Probabilistic Activity Detection Framework for Video Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Compressed Synthetic Aperture Radar.
J. Sel. Topics Signal Processing, 2010

Face Recognition by Computers and Humans.
IEEE Computer, 2010

Advances in Video-Based Human Activity Analysis: Challenges and Approaches.
Advances in Computers, 2010

Large-Scale Matrix Factorization with Missing Data under Additional Constraints.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Nearest-neighbor search algorithms on non-Euclidean manifolds for computer vision applications.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Pose estimation in heavy clutter using a multi-flash camera.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Automatic target recognition based on simultaneous sparse representation.
Proceedings of the International Conference on Image Processing, 2010

Evaluation of state-of-the-art algorithms for remote face recognition.
Proceedings of the International Conference on Image Processing, 2010

Recognizing offensive strategies from football videos.
Proceedings of the International Conference on Image Processing, 2010

The role of geometry in age estimation.
Proceedings of the IEEE International Conference on Acoustics, 2010

Sectored Random Projections for Cancelable Iris Biometrics.
Proceedings of the IEEE International Conference on Acoustics, 2010

Robust regression using sparse learning for high dimensional parameter estimation problems.
Proceedings of the IEEE International Conference on Acoustics, 2010

Sparse representations and Random Projections for robust and cancelable biometrics.
Proceedings of the 11th International Conference on Control, 2010

Compressive Acquisition of Dynamic Scenes.
Proceedings of the Computer Vision, 2010

Aligning Spatio-Temporal Signals on a Special Manifold.
Proceedings of the Computer Vision - ECCV 2010, 2010

Articulation-Invariant Representation of Non-planar Shapes.
Proceedings of the Computer Vision, 2010

Moving vistas: Exploiting motion for describing scenes.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Tracking via object reflectance using a hyperspectral video camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Robust RVM regression using sparse outlier model.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Fast directional chamfer matching.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Group motion segmentation using a Spatio-Temporal Driving Force Model.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Pose-robust albedo estimation from a single image.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Gait Biometrics, Overview.
Proceedings of the Encyclopedia of Biometrics, 2009

Surveillance.
Proceedings of the Encyclopedia of Biometrics, 2009

Face Recognition, Video-Based.
Proceedings of the Encyclopedia of Biometrics, 2009

Computational methods for modeling facial aging: A survey.
J. Vis. Lang. Comput., 2009

Vehicle Speed Estimation Using Acoustic Wave Patterns.
IEEE Trans. Signal Processing, 2009

Rate-Invariant Recognition of Humans and Their Activities.
IEEE Trans. Image Processing, 2009

Multicamera Tracking of Articulated Human Motion Using Shape and Motion Cues.
IEEE Trans. Image Processing, 2009

Appearance Modeling Using a Geometric Transform.
IEEE Trans. Image Processing, 2009

Moving Object Verification in Airborne Video Sequences.
IEEE Trans. Circuits Syst. Video Techn., 2009

Robust Estimation of Albedo for Illumination-Invariant Matching and Shape Recovery.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

An architectural level design methodology for smart camera applications.
IJES, 2009

Statistical Methods and Models for Video-Based Tracking, Modeling, and Recognition.
Foundations and Trends in Signal Processing, 2009

Modeling and Visualization of Human Activities for Multicamera Networks.
EURASIP J. Image and Video Processing, 2009

Unsupervised view and rate invariant clustering of video sequences.
Computer Vision and Image Understanding, 2009

How would you look as you age?
Proceedings of the International Conference on Image Processing, 2009

Compressed sensing for Synthetic Aperture Radar imaging.
Proceedings of the International Conference on Image Processing, 2009

Enhancing sparsity using gradients for compressive sensing.
Proceedings of the International Conference on Image Processing, 2009

Robust Human Detection under Occlusion by Integrating Face and Person Detectors.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Recognizing coordinated multi-object activities using a dynamic event ensemble model.
Proceedings of the IEEE International Conference on Acoustics, 2009

Locally time-invariant models of human activities using trajectories on the grassmannian.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Enforcing integrability by error correction using l1-minimization.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Learning multi-modal densities on Discriminative Temporal Interaction Manifold for group activity recognition.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Video-Based Face Recognition Algorithms.
Proceedings of the Handbook of Remote Biometrics, 2009

2008
Synthesis of Silhouettes and Visual Hull Reconstruction for Articulated Humans.
IEEE Trans. Multimedia, 2008

A Constrained Probabilistic Petri Net Framework for Human Activity Detection in Video.
IEEE Trans. Multimedia, 2008

Algorithmic and Architectural Optimizations for Computationally Efficient Particle Filtering.
IEEE Trans. Image Processing, 2008

Activity Modeling Using Event Probability Sequences.
IEEE Trans. Image Processing, 2008

Machine Recognition of Human Activities: A Survey.
IEEE Trans. Circuits Syst. Video Techn., 2008

Object Detection, Tracking and Recognition for Multiple Smart Cameras.
Proceedings of the IEEE, 2008

Shape-and-Behavior Encoded Tracking of Bee Dances.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Model Driven Segmentation of Articulating Humans in Laplacian Eigenspace.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

3D Shape-Encoded Particle Filter for Object Tracking and Its Application to Human Body Tracking.
EURASIP J. Image and Video Processing, 2008

Activity Representation Using 3D Shape Models.
EURASIP J. Image and Video Processing, 2008

Pose-Encoded Spherical Harmonics for Face Recognition and Synthesis Using a Single Image.
EURASIP J. Adv. Sig. Proc., 2008

An ontology based approach for activity recognition from video.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

A Scalable Projective Bundle Adjustment Algorithm using the L infinity Norm.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Learning action dictionaries from video.
Proceedings of the International Conference on Image Processing, 2008

Stochastic fusion of multi-view gradient fields.
Proceedings of the International Conference on Image Processing, 2008

Compressed sensing for multi-view tracking and 3-D voxel reconstruction.
Proceedings of the International Conference on Image Processing, 2008

Factorized variational approximations for acoustic multi source localization.
Proceedings of the IEEE International Conference on Acoustics, 2008

Compressive wireless arrays for bearing estimation.
Proceedings of the IEEE International Conference on Acoustics, 2008

Multi-biometric cohort analysis for biometric fusion.
Proceedings of the IEEE International Conference on Acoustics, 2008

Modeling shape and textural variations in aging faces.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Compressive Sensing for Background Subtraction.
Proceedings of the Computer Vision, 2008

Statistical analysis on Stiefel and Grassmann manifolds with applications in computer vision.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Super-Resolution of Face Images Using Kernel PCA-Based Prior.
IEEE Trans. Multimedia, 2007

Target Tracking Using a Joint Acoustic Video System.
IEEE Trans. Multimedia, 2007

A Multiple-Hypothesis Approach for Multiobject Visual Tracking.
IEEE Trans. Image Processing, 2007

Guest Editorial: Special Issue on Human Detection and Recognition.
IEEE Trans. Information Forensics and Security, 2007

Appearance Characterization of Linear Lambertian Objects, Generalized Photometric Stereo, and Illumination-Invariant Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Hybrid Detectors for Subpixel Targets.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Mixed-State Models for Nonstationary Multiobject Activities.
EURASIP J. Adv. Sig. Proc., 2007

Kernel fully constrained least squares abundance estimates.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Video Biometrics.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Robust Visual Tracking Using the Time-Reversibility Constraint.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Fast Bilinear SfM with Side Information.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Robust Estimation of Albedo for Illumination-invariant Matching and Shape Recovery.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Simulation and Analysis of Human Walking Motion.
Proceedings of the IEEE International Conference on Acoustics, 2007

Markerless Monocular Tracking of Articulated Human Motion.
Proceedings of the IEEE International Conference on Acoustics, 2007

Coarse-to-Fine Event Model for Human Activities.
Proceedings of the IEEE International Conference on Acoustics, 2007

Joint Acoustic-Video Fingerprinting of Vehicles, Part II.
Proceedings of the IEEE International Conference on Acoustics, 2007

Joint Acoustic-Video Fingerprinting of Vehicles, Part I.
Proceedings of the IEEE International Conference on Acoustics, 2007

In Situ Evaluation of Tracking Algorithms Using Time Reversed Chains.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

From Videos to Verbs: Mining Videos for Activities using a Cascade of Dynamical Systems.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Epitomic Representation of Human Activities.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Human Identification using Gait and Face.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Efficient Indexing For Articulation Invariant Shape Matching And Retrieval.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Symmetric Objects are Hardly Ambiguous.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Principal Components Null Space Analysis for Image and Video Classification.
IEEE Trans. Image Processing, 2006

Face Verification Across Age Progression.
IEEE Trans. Image Processing, 2006

Structure From Planar Motion.
IEEE Trans. Image Processing, 2006

Robust ego-motion estimation and 3-D model refinement using surface parallax.
IEEE Trans. Image Processing, 2006

From Sample Similarity to Ensemble Similarity: Probabilistic Distance Measures in Reproducing Kernel Hilbert Space.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Face Processing: Advanced Modeling and Methods.
J. Electronic Imaging, 2006

View Invariance for Human Action Recognition.
International Journal of Computer Vision, 2006

Editorial.
International Journal of Computer Vision, 2006

Moving Object Verification from Airborne Video.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006

Integrated Motion Detection and Tracking for Visual Surveillance.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006

Segmentation and Probabilistic Registration of Articulated Body Models.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Finding Gait in Space and Time.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Shape-Regulated Particle Filtering for Tracking Non-Rigid Objects.
Proceedings of the International Conference on Image Processing, 2006

Stabilization and Mosaicing of Airborne Videos.
Proceedings of the International Conference on Image Processing, 2006

Recognition of Multi-Object Events Using Attribute Grammars.
Proceedings of the International Conference on Image Processing, 2006

Invariant Geometric Representation of 3D Point Clouds for Registration and Matching.
Proceedings of the International Conference on Image Processing, 2006

Motion Based Correspondence for 3D Tracking of Multiple Dim Objects.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

An Adaptive Threshold Method for Hyperspectral Target Detection.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Video Mensuration Using a Stationary Camera.
Proceedings of the Computer Vision, 2006

What Is the Range of Surface Reconstructions from a Gradient Field?
Proceedings of the Computer Vision, 2006

Integrating Video Information over Time. Example: Face Recognition from Video.
Proceedings of the Cognitive Vision Systems, 2006

Modeling Age Progression in Young Faces.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Attribute Grammar-Based Event Recognition and Anomaly Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Edge Suppression by Gradient Field Transformation Using Cross-Projection Tensors.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Acquisition of Articulated Human Body Models Using Multiple Cameras.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

Multi-camera Tracking of Articulated Human Motion Using Motion and Shape Cues.
Proceedings of the Computer Vision, 2006

Key Frame-Based Activity Representation Using Antieigenvalues.
Proceedings of the Computer Vision, 2006

Measuring human movement for biomechanical applications using markerless motion capture.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications VII, 2006

Human identification based on gait.
The Kluwer international series on biometrics 4, Springer, ISBN: 978-0-387-24424-2, 2006

2005
Recognition of Humans and Their Activities Using Video
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, 2005

"Shape Activity": A Continuous-State HMM for Moving/Deforming Shapes With Application to Abnormal Activity Detection.
IEEE Trans. Image Processing, 2005

Background learning for robust face recognition with PCA in the presence of clutter.
IEEE Trans. Image Processing, 2005

Bayesian algorithms for simultaneous structure from motion estimation of multiple independently moving objects.
IEEE Trans. Image Processing, 2005

Statistical bias in 3-D reconstruction from a monocular video.
IEEE Trans. Image Processing, 2005

Matching Shape Sequences in Video with Applications in Human Movement Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Human action-recognition using mutual invariants.
Computer Vision and Image Understanding, 2005

A Factorization Method for Structure from Planar Motion.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Ego-Motion Estimation and 3D Model Refinement in Scenes with Varying Illumination.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Pattern Recognition in Video.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Fusing Depth and Video Using Rao-Blackwellized Particle Filter.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

3D Facial Pose Tracking in Uncalibrated Videos.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Average relative radiance transform for subpixel detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Tracking objects in video using motion and appearance models.
Proceedings of the 2005 International Conference on Image Processing, 2005

Appearance Modeling Under Geometric Context.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

An Algebraic Approach to Surface Reconstruction from Gradient Fields.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Face Recognition in the Presence of Multiple Illumination Sources.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Algorithmic and Architectural Design Methodology for Particle Filters in Hardware.
Proceedings of the 23rd International Conference on Computer Design (ICCD 2005), 2005

Pose-Normalized View Synthesis From Silhouettes.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Tracking Algorithm Using Background-Foreground Motion Models and Multiple Cues.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A method for converting a smiling face to a neutral face with applications to face recognition.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Interpretation of State Sequences in HMM for Activity Representation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Moving Object Segmentation and Dynamic Scene Reconstruction Using Two Frames.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Face Verification across Age Progression.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

UMD Experiments with FRGC Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

An architectural level design methodology for embedded face detection.
Proceedings of the 3rd IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2005

Synthesis of Novel Views of Moving Objects in Airborne Video.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

Pose-Encoded Spherical Harmonics for Robust Face Recognition Using a Single Image.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004
Wide baseline image registration with application to 3-D face modeling.
IEEE Trans. Multimedia, 2004

Visual tracking and recognition using appearance-adaptive models in particle filters.
IEEE Trans. Image Processing, 2004

Identification of humans using gait.
IEEE Trans. Image Processing, 2004

An information theoretic criterion for evaluating the quality of 3-D reconstructions from video.
IEEE Trans. Image Processing, 2004

In Memoriam, Azriel Rosenfeld(1931-2004).
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Structure from Motion Using Sequential Monte Carlo Methods.
International Journal of Computer Vision, 2004

Bayesian self-calibration of a moving camera.
Computer Vision and Image Understanding, 2004

A hybrid algorithm for subpixel detection in hyperspectral imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Activity Representation Using 3D Shape Models.
Proceedings of the ICVGIP 2004, 2004

Multiple-Exemplar Discriminant Analysis for Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Classification Probability Analysis of Principal Component Null Space Analysis.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A System Identification Approach for Video-based Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Multiple view tracking of humans modelled by kinematic chains.
Proceedings of the 2004 International Conference on Image Processing, 2004

Simultaneous background and foreground modeling for tracking in surveillance video.
Proceedings of the 2004 International Conference on Image Processing, 2004

Facial similarity across age disguise illumination and pose.
Proceedings of the 2004 International Conference on Image Processing, 2004

Robust bayesian cameras motion estimation using random sampling.
Proceedings of the 2004 International Conference on Image Processing, 2004

Robust ego-motion estimation and 3d model refinement using depth based parallax model.
Proceedings of the 2004 International Conference on Image Processing, 2004

Robust two-camera tracking using homography.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Appearance-based tracking and recognition using the 3D trilinear tensor.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Fusion of gait and face for human identification.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Vehicle detection and tracking using acoustic and video sensors.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

3D model refinement using surface-parallax.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Intra-Personal Kernel Space for Face Recognition.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Illuminating Light Field: Image-based Face Recognition Across Illuminations and Poses.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Characterization of Human Faces under Illumination Variations Using Rank, Integrability, and Symmetry Constraints.
Proceedings of the Computer Vision, 2004

Probabilistic Identity Characterization for Face Recognition.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Role of Shape and Kinematics in Human Movement Analysis.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

View Independent Human Body Pose Estimation from a Single Perspective Image.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Contour-based 3D Face Modeling from a Monocular Video.
Proceedings of the British Machine Vision Conference, 2004

2003
Accurate dense optical flow estimation using adaptive structure tensors and a parametric model.
IEEE Trans. Image Processing, 2003

Introduction of New Associate Editor.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Editorial - State of the Transactions.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Introduction of New Associate Editors.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Stochastic Approximation and Rate-Distortion Analysis for Robust Structure and Motion Estimation.
International Journal of Computer Vision, 2003

Probabilistic recognition of human faces from video.
Computer Vision and Image Understanding, 2003

Face reconstruction from monocular video using uncertainty analysis and a generic model.
Computer Vision and Image Understanding, 2003

Face recognition: A literature survey.
ACM Comput. Surv., 2003

Adaptive visual tracking and recognition using particle filters.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Simultaneous tracking and recognition of human faces from video.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

View synthesis of articulating humans using visual hull.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Shape and motion driven particle filtering for human body tracking.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Statistical shape theory for activity modeling.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Video based rendering of planar dynamic scenes.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Combining multiple evidences for gait recognition.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A hidden Markov model based framework for recognition of humans from gait sequences.
Proceedings of the 2003 International Conference on Image Processing, 2003

An appearance based approach for human and object tracking.
Proceedings of the 2003 International Conference on Image Processing, 2003

Video synthesis of arbitrary views for approximately planar scenes.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Activity Recognition Using the Dynamics of the Configuration of Interacting Objects.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Statistical Error Propagation in 3D Modeling From Monocular Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

A Factorization Approach for Activity Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

View Invariants for Human Action Recognition.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Towards a View Invariant Gait Recognition Algorithm.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

Robust Face Recognition in the Presence of Clutter.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Gait Analysis for Human Identification.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Rank Constrained Recognition under Unknown Illuminations.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002
Optimal edge-based shape detection.
IEEE Trans. Image Processing, 2002

A generic approach to simultaneous tracking and verification in video.
IEEE Trans. Image Processing, 2002

State of the Transactions.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Performance analysis of a simple vehicle detection algorithm.
Image Vision Comput., 2002

An Experimental Evaluation of Linear and Kernel-Based Methods for Face Recognition.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

A Robust Algorithm for Probabilistic Human Recognition From.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A Bayesian Approach to Simultaneous Motion Estimation of Multiple Independently Moving Objects.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Quasi-Invariants for Human Action Representation and Recognition.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Accurate Dense Optical Flow Estimation Using Adaptive Structure Tensors and a Parametric Model.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

3D face reconstruction from video using a generic model.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Probabilistic recognition of human faces from video.
Proceedings of the 2002 International Conference on Image Processing, 2002

Bayesian structure from motion using inertial information.
Proceedings of the 2002 International Conference on Image Processing, 2002

Two-frame multi-scale optical flow estimation using wavelet decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2002

A framework for activity-specific human identification.
Proceedings of the IEEE International Conference on Acoustics, 2002

Towards a criterion for evaluating the quality of 3D reconstructions.
Proceedings of the IEEE International Conference on Acoustics, 2002

Bayesian methods for face recognition from video.
Proceedings of the IEEE International Conference on Acoustics, 2002

Face Recognition from Video: A CONDENSATION Approach.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Probabilistic Human Recognition from Video.
Proceedings of the Computer Vision, 2002

Bayesian Self-Calibration of a Moving Camera.
Proceedings of the Computer Vision, 2002

Wide baseline image registration using prior information.
Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001
Model-based temporal object verification using video.
IEEE Trans. Image Processing, 2001

Introduction of New Associate Editors.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Editorial.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Symmetric Shape-from-Shading Using Self-ratio Image.
International Journal of Computer Vision, 2001

Experimental Evaluation of FLIR ATR Approaches - A Comparative Study.
Computer Vision and Image Understanding, 2001

Tracking of human activities using shape-encoded particle propagation.
Proceedings of the 2001 International Conference on Image Processing, 2001

Robust estimation of depth and motion using stochastic approximation.
Proceedings of the 2001 International Conference on Image Processing, 2001

Structure From Motion Using Sequential Monte Carlo Methods.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

3D Object Tracking Using Shape-Encoded Particle Propagation.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Best view selection and compression of moving objects in IR sequences.
Proceedings of the IEEE International Conference on Acoustics, 2001

Moving targets detection using sequential importance sampling.
Proceedings of the IEEE International Conference on Acoustics, 2001

A robust algorithm for fusing noisy depth estimates using stochastic approximation.
Proceedings of the IEEE International Conference on Acoustics, 2001

View Synthesis using Convex and Visual Hulls.
Proceedings of the British Machine Vision Conference 2001, 2001

2000
A reliable descriptor for face objects in visual content.
Sig. Proc.: Image Comm., 2000

Statistical modeling and analysis of high-resolution Synthetic Aperture Radar images.
Statistics and Computing, 2000

Scenario Recognition from Video Using a Hierarchy of Dynamic Belief Networks.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

3D Model Enhanced Face Recognition.
Proceedings of the 2000 International Conference on Image Processing, 2000

Robust Image Based Face Recognition.
Proceedings of the 2000 International Conference on Image Processing, 2000

A Multi-Fractal Formalism for Stabilization, Object Detection and Tracking in Flir Sequences.
Proceedings of the 2000 International Conference on Image Processing, 2000

Higher-Order Spectral Analysis of Human Motion.
Proceedings of the 2000 International Conference on Image Processing, 2000

Vehicle Detection and Tracking in Video.
Proceedings of the 2000 International Conference on Image Processing, 2000

Reduction of Inherent Ambiguities in Structure from Motion Problem Using Inertial Data.
Proceedings of the 2000 International Conference on Image Processing, 2000

Robust Estimation of Motion and Structure Using a Discrete Hinfinity Filter.
Proceedings of the 2000 International Conference on Image Processing, 2000

Optimal Shape Detection.
Proceedings of the 2000 International Conference on Image Processing, 2000

Gabor Attributes Tracking for Face Verification.
Proceedings of the 2000 International Conference on Image Processing, 2000

Tumor Detection in Digital Mammograms.
Proceedings of the 2000 International Conference on Image Processing, 2000

SFS Based View Synthesis for Robust Face Recognition.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Illumination-Insensitive Face Recognition Using Symmetric Shape-from-Shading.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Simultaneous Tracking and Verification via Sequential Posterior Estimation.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Adaptive target detection in foliage-penetrating SAR images using alpha-stable models.
IEEE Trans. Image Processing, 1999

Multisensor image registration by feature consensus.
Pattern Recognition, 1999

Knowledge-based control of vision systems.
Image Vision Comput., 1999

Detection of people in images.
Proceedings of the International Joint Conference Neural Networks, 1999

Structure from Motion: Sparse Versus Dense Correspondence Methods.
Proceedings of the 1999 International Conference on Image Processing, 1999

Higher Order Statistical Learning for Vehicle Detection in Images.
Proceedings of the International Conference on Computer Vision, 1999

Fast structure from motion recovery applied to 3D image stabilization.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Feature matching and target recognition in synthetic aperture radar imagery.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Dynamic object identification and verification using video.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Region adaptive subband image coding.
IEEE Trans. Image Processing, 1998

Separability-based multiscale basis selection and feature extraction for signal and image classification.
IEEE Trans. Image Processing, 1998

Guest Editorial Applications Of Artificial Neural Networks To Image Processing.
IEEE Trans. Image Processing, 1998

Adaptive source-channel subband video coding for wireless channels.
IEEE Journal on Selected Areas in Communications, 1998

Temporal Analysis of Motion in Video Sequences through Predictive Operators.
International Journal of Computer Vision, 1998

Accuracy vs Efficiency Trade-offs in Optical Flow Algorithms.
Computer Vision and Image Understanding, 1998

Motion-Model-Based Boundary Extraction and a Real-Time Implementation.
Computer Vision and Image Understanding, 1998

Symbolic Compression and Processing of Document Images.
Computer Vision and Image Understanding, 1998

Use of Knowledge-Based Control for Vision Systems.
Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998

Using geometric properties for correspondence-less image alignment.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Experimental evaluation of two criteria for pattern comparison and alignment.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Multiple Description Subband Coding.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Blind Estimation of PSF for Out of Focus Video Data.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Enhanced Segmentation of SAR Images using Non-Fourier Imaging.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Frequency Dependence of ATD Performance in Foliage-Penetrating SAR Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Evaluation of image stabilization algorithms.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Target aspect estimation from single and multi-pass SAR images.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Discriminant Analysis of Principal Components for Face Recognition.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Biometric image processing and recognition.
Proceedings of the 9th European Signal Processing Conference, 1998

Optical Flow Using Overlapped Basis Functions for Solving Global Motion Problems.
Proceedings of the Computer Vision, 1998

Model-Based Target Recognition in Pulsed Ladar Imagery.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Empirical Performance Analysis of Linear Discriminant Classifiers.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997
Noncooperative target classification using hierarchical modeling of high-range resolution radar signatures.
IEEE Trans. Signal Processing, 1997

Selective stabilization of images acquired by unmanned ground vehicles.
IEEE Trans. Robotics and Automation, 1997

Multiresolution Gauss-Markov random field models for texture segmentation.
IEEE Trans. Image Processing, 1997

Probe-based automatic target recognition in infrared imagery.
IEEE Trans. Image Processing, 1997

A spectral attentional mechanism tuned to object configurations.
IEEE Trans. Image Processing, 1997

Multiscale Segmentation of Unstructured Document Pages Using Soft Decision Integration.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

A General Motion Model and Spatio-Temporal Filters for Computing Optical Flow.
International Journal of Computer Vision, 1997

An Electronic Infrastructure for a Virtual University.
Commun. ACM, 1997

Adaptive source-channel subband video coding for wireless channels.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

Image Stabilization and Mosaicking Using the Overlapped Basis Optical Flow Field.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Video Coding Using Hybrid Motion Compensation.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Stability and sensitivity of topographic features for SAR target characterization.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Context-Aided False Alarm Reduction for SAR Automatic Target Recognition.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Joint source-channel subband coding of images.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

SAR target detection algorithms on linear SIMD arrays.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Performance analysis and learning approaches for vehicle detection and counting in aerial images.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Fast 3D Stabilization and Mosaic Construction.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Discriminant Analysis for Recognition of Human Face Images (Invited Paper).
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

1996
Delineating buildings by grouping lines with MRFs.
IEEE Trans. Image Processing, 1996

Fast Electronic Digital Image Stabilization for Off-Road Navigation.
Real-Time Imaging, 1996

Performance Characterization of Image Stabilization Algorithms.
Real-Time Imaging, 1996

A new approach to image feature detection with applications.
Pattern Recognition, 1996

Analyzing Looming Motion Components From Their Spatiotemporal Spectral Signature.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Selective stabilization of images acquired by unmanned ground vehicles.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Knowledge-based integration of IU algorithms.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Fast electronic digital image stabilization.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Image gradient evolution-a visual cue for collision avoidance.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Performance analysis of model-based video coding.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Performance characterization of image stabilization algorithms.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

MAP decoding of gray-level images over binary channels with memory.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Target indexing in synthetic aperture radar imagery using topographic features.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Face recognition using discriminant eigenvectors.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Automatic image-to-site model registration.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Accuracy vs. Efficiency Trade-offs in Optical Flow Algorithms.
Proceedings of the Computer Vision, 1996

On a spectral attentional mechanism.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
Tracking a dynamic set of feature points.
IEEE Trans. Image Processing, 1995

Scalable data parallel algorithms for texture synthesis using Gibbs random fields.
IEEE Trans. Image Processing, 1995

Automatic feature point extraction and tracking in image sequences for arbitrary camera motion.
International Journal of Computer Vision, 1995

Experiments on estimating egomotion and structure parameters using long monocular image sequences.
International Journal of Computer Vision, 1995

Hierarchical stereo and motion correspondence using feature groupings.
International Journal of Computer Vision, 1995

Model-based Vehicular Motion and Structure Estimation.
Proceedings of the 1995 International Conference on Robotics and Automation, 1995

Electronic image stabilization using multiple visual cues.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Spatio-temporal filters for transparent motion segmentation.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

GMRF models and wavelet decomposition for texture segmentation.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Motion compensated subband coding of video acquired from a moving platform.
Proceedings of the 1995 International Conference on Acoustics, 1995

Multiresolution GMRF models for texture segmentation.
Proceedings of the 1995 International Conference on Acoustics, 1995

Dimensionality reduction of multi-scale feature spaces using a separability criterion.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Evaluation of pattern classifiers for fingerprint and OCR applications.
Pattern Recognition, 1994

Learning Texture Discrimination Rules in a Multiresolution System.
IEEE Trans. Pattern Anal. Mach. Intell., 1994

Dynamic feature point tracking in an image sequence.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Estimation of unstabilized components in vehicular motion.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Stereoscopic recovery of egomotion and structure: models, uniqueness and experimental results.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

High performance computing for land cover dynamics.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

A generalized motion model for estimating optical flow using 3-D Hermite polynomials.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Page segmentation using decision integration and wavelet packets.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Classification of voiced and unvoiced speech by hierarchical stochastic modeling.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Automatic Registration of Oblique Aerial Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Region Based Subband Image Coding Scheme.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Non-Gaussian CFAR Techniques for Target Detection in High Resolution SAR Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Separability Based Tree Structured Local Basis Selection for Texture Classification.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Spatio-temporal Moments and Generalized Spectral Analysis of Divergent Images for Motion Estimation.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Detection of point targets in high resolution synthetic aperture radar images.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

An energy minimization approach to building detection in aerial images.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Hierarchical stochastic modelling for speech compression.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Site model supported monitoring of aerial images.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Probe based recognition of targets in infrared images.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Time-to-X: analysis of motion through temporal parameters.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
A mixed-signal VLSI competitive neuroprocessor for video motion detection.
VLSI Signal Processing, 1993

A VLSI neuroprocessor for image restoration using analog computing-based systolic architecture.
VLSI Signal Processing, 1993

Mean field annealing using compound Gauss-Markov random fields for edge detection and image estimation.
IEEE Trans. Neural Networks, 1993

A unified approach to boundary perception: edges, textures, and illusory contours.
IEEE Trans. Neural Networks, 1993

VLSI neuroprocessors for video motion detection.
IEEE Trans. Neural Networks, 1993

A computational vision approach to image registration.
IEEE Trans. Image Processing, 1993

A neural network based edge detector.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

Automatic feature point extraction and tracking in image sequences for unknown camera motion.
Proceedings of the Fourth International Conference on Computer Vision, 1993

Motion detection in image sequences acquired from a moving platform.
Proceedings of the IEEE International Conference on Acoustics, 1993

Feature correspondence using probabilistic data association.
Proceedings of the IEEE International Conference on Acoustics, 1993

Binocular motion stereo using MAP estimation.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Vision Engineering: Designing Computer Vision Systems.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 1993

Model-based texture Segmentation and Classification.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 1993

1992
Segmentation of polarimetric synthetic aperture radar data.
IEEE Trans. Image Processing, 1992

Unsupervised segmentation of polarimetric SAR data using the covariance matrix.
IEEE Trans. Geoscience and Remote Sensing, 1992

A mixed-signal VLSI neuroprocessor for image restoration.
IEEE Trans. Circuits Syst. Video Techn., 1992

A higher-order neural network for distortion invariant pattern recognition.
Pattern Recognition Letters, 1992

Statistical Analysis of Inherent Ambiguities in Recovering 3-D Motion from a Noisy Flow Field.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Extraction of Straight Lines in Aerial Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Passive ranging using a moving camera.
J. Field Robotics, 1992

A feature based approach to face recognition.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Estimation of Illuminant Direction, Albedo, and Shape from Shading.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Unsupervised Texture Segmentation Using Markov Random Field Models.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Estimating the Kinematics and Structure of a Rigid Object from a Sequence of Monocular Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Reconstructing a 3-D depth map from one or more images.
CVGIP: Image Understanding, 1991

Combined Neural Network and Rule-Based Framework for Probabilistic Pattern Recognition and Discovery.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

Hierarchical stereo matching using feature groupings.
Proceedings of the Third International Conference on Tools for Artificial Intelligence, 1991

Estimation of illuminant direction, albedo, and shape from shading.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

A computational approach to boundary detection.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Stochastic and deterministic networks for texture segmentation.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1990

Relaxation algorithms for MAP estimation of gray-level images with multiplicative noise.
IEEE Trans. Information Theory, 1990

Noncausal 2-D spectrum estimation for direction finding.
IEEE Trans. Information Theory, 1990

3-D Motion Estimation Using a Sequence of Noisy Stereo Images: Models, Estimation, and Uniqueness Results.
IEEE Trans. Pattern Anal. Mach. Intell., 1990

Direct Analytical Methods for Solving Poisson Equations in Computer Vision Problems.
IEEE Trans. Pattern Anal. Mach. Intell., 1990

Estimation of Surface Topography from SAR Imagery Using Shape from Shading Techniques.
Artif. Intell., 1990

A network for motion perception.
Proceedings of the IJCNN 1990, 1990

1989
Pyramid implementation of optimal-step conjugate-search algorithms for some low-level vision problems.
IEEE Trans. Systems, Man, and Cybernetics, 1989

Edge Detection and Linear Feature Extraction Using a 2-D Random Field Model.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

1988
Image restoration using a neural network.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1988

Two-dimensional robust spectrum estimation.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1988

A Method for Enforcing Integrability in Shape from Shading Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 1988

Computation of optical flow using a neural network.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

Pyramid Implementation Of Optimal Step Conjugate Search Algorithms For Some Computer Vision Problems.
Proceedings of the Second International Conference on Computer Vision, 1988

New algorithms from reconstruction of a 3-D depth map from one or more images.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

1987
Classification of Partial 2-D Shapes Using Fourier Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

1986
Two-dimensional spectrum estimation using noncausal autoregressive models.
IEEE Trans. Information Theory, 1986

Estimation of Object Motion Parameters from Noisy Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1986

1985
Texture synthesis using 2-D noncausal autoregressive models.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1985

Classification of textures using Gaussian Markov random fields.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1985

Texture synthesis and compression using Gaussian-Markov random field models.
IEEE Trans. Systems, Man, and Cybernetics, 1985

A model-based approach for estimation of two-dimensional maximum entropy power spectra.
IEEE Trans. Information Theory, 1985

1984
Fourier Coding of Image Boundaries.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

Classification of textures using Markov random field models.
Proceedings of the IEEE International Conference on Acoustics, 1984

A model based approach for 2-D MEPS analysis.
Proceedings of the IEEE International Conference on Acoustics, 1984

An iterative algorithm for robust 2-D spectrum estimation.
Proceedings of the IEEE International Conference on Acoustics, 1984

1983
Correction to 'Estimation and choice of Neighbors in Spatial-Interaction Models of Images'.
IEEE Trans. Information Theory, 1983

Estimation and choice of neighbors in spatial-interaction models of images.
IEEE Trans. Information Theory, 1983

Two-dimensional spectral estimation using spatial autoregressive models.
Proceedings of the IEEE International Conference on Acoustics, 1983

1982
Texture classification using features derived from random field models.
Pattern Recognition Letters, 1982

1981
Stochastic models for closed boundary analysis: Representation and reconstruction.
IEEE Trans. Information Theory, 1981


  Loading...